Jean‐Philippe Vert
Impact in
- Molecular Biology top 0.5%
- Bioinformatics and Genomic Networks
- Gene expression and cancer classification
- Genomics and Phylogenetic Studies
- Genomics and Chromatin Dynamics
- Machine Learning in Bioinformatics
- Single-cell and spatial transcriptomics
- Gene Regulatory Network Analysis
- Computational Theory and Mathematics top 0.5%
- Computational Drug Discovery Methods
Papers in
-
- Gene expression and cancer classification 25
- Bioinformatics and Genomic Networks 23
- Machine Learning in Bioinformatics 22
- Genomics and Phylogenetic Studies 18
- Gene Regulatory Network Analysis 16
- Single-cell and spatial transcriptomics 12
- Genomics and Chromatin Dynamics 12
- Co-authors
- Laurent JacobFantine MordeletEmmanuel BarillotNelle VaroquauxGuillaume ObozinskiNicolas ServantÉdith HeardEric Viara
- Journals
- Bioinformatics (23 papers)BMC Bioinformatics (12 papers)Genome biology (5 papers)PLoS ONE (5 papers)Nature Communications (3 papers)
- Partner nations
- FranceUnited StatesJapan
In The Last Decade
Jean‐Philippe Vert
117 papers receiving 9.4k citations
Hit Papers
Peers
Comparison fields: 5 of 208
- Molecular Biology 6.0k
- Computational Theory and Mathematics 1.1k
- Artificial Intelligence 1.7k
- Computer Vision and Pattern Recognition 995
- Cancer Research 695
Countries citing papers authored by Jean‐Philippe Vert
This map shows the geographic impact of Jean‐Philippe Vert's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jean‐Philippe Vert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jean‐Philippe Vert more than expected).
Fields of papers citing papers by Jean‐Philippe Vert
This network shows the impact of papers produced by Jean‐Philippe Vert. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jean‐Philippe Vert. The network helps show where Jean‐Philippe Vert may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Jean‐Philippe Vert, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 1 | |
| 2 | Differentiable Divergences Between Time Series | 2021 | 3 |
| 3 | 2020 | 68 | |
| 4 | 2020 | 12 | |
| 5 | Learning with Differentiable Pertubed Optimizers | 2020 | 20 |
| 6 | 2019 | 10 | |
| 7 | Differentiable Ranking and Sorting using Optimal Transport | 2019 | 20 |
| 8 | 2017 | 23 | |
| 9 | 2017 | 43 | |
| 10 | 2017 | 4 | |
| 11 | On learning with kernels for unordered pairs | 2010 | 12 |
| 12 | White Functionals for Anomaly Detection in Dynamical Systems | 2009 | 1 |
| 13 | 2009 | 10 | |
| 14 | Consistency and Convergence Rates of One-Class SVMs and Related Algorithms | 2006 | 84 |
| 15 | Consistency of one-class SVM and related algorithms | 2005 | 3 |
| 16 | Semigroup Kernels on Measures | 2005 | 33 |
| 17 | Semigroup Kernels on Finite Sets | 2004 | 10 |
| 18 | Supervised Graph Inference | 2004 | 53 |
| 19 | Graph-Driven Feature Extraction From Microarray Data Using Diffusion Kernels and Kernel CCA | 2002 | 56 |
| 20 | 2002 | 4 |
About Jean‐Philippe Vert
Jean‐Philippe Vert is a scholar working on Molecular Biology, Biophysics, Computational Theory and Mathematics, Cancer Research and Aging, having authored 120 papers that have together received 9.6k indexed citations. Recurring topics across this work include Gene expression and cancer classification (25 papers), Bioinformatics and Genomic Networks (23 papers), Machine Learning in Bioinformatics (22 papers), Genomics and Phylogenetic Studies (18 papers), Gene Regulatory Network Analysis (16 papers), Single-cell and spatial transcriptomics (12 papers), Genomics and Chromatin Dynamics (12 papers) and Computational Drug Discovery Methods (11 papers). The work is most often cited by research in Molecular Biology (6.0k citations), Computational Theory and Mathematics (1.1k citations), Artificial Intelligence (1.7k citations), Computer Vision and Pattern Recognition (995 citations) and Cancer Research (695 citations). Jean‐Philippe Vert has collaborated with scholars based in France, United States and Japan. Frequent co-authors include Laurent Jacob, Fantine Mordelet, Emmanuel Barillot, Nelle Varoquaux, Guillaume Obozinski, Nicolas Servant, Édith Heard, Eric Viara, Job Dekker and Bryan R. Lajoie. Their work appears in journals such as Bioinformatics, BMC Bioinformatics, Genome biology, PLoS ONE and Nature Communications.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.